Pandas Profiling Report

Dataset info

Number of variables	61
Number of observations	39644
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	22.5 MiB
Average record size in memory	594.6 B

Variables types

NUM	46
BOOL	14
URL	1

Toggle Reproduction Information

Reproduction info

Date of analysis	2020-02-23 08:30:24.210283
Version	pandas-profiling v2.4.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download Configuration	config.yaml

Toggle Warnings

Warnings

`_abs_title_sentiment_polarity` has 19914 (50.2%) zeros	Zeros
`_abs_title_subjectivity` has 2643 (6.7%) zeros	Zeros
`_average_token_length` has 1181 (3.0%) zeros	Zeros
`_avg_negative_polarity` has 2550 (6.4%) zeros	Zeros
`_avg_positive_polarity` has 1217 (3.1%) zeros	Zeros
`_global_rate_negative_words` has 2550 (6.4%) zeros	Zeros
`_global_rate_positive_words` has 1217 (3.1%) zeros	Zeros
`_global_sentiment_polarity` has 1197 (3.0%) zeros	Zeros
`_global_subjectivity` has 1184 (3.0%) zeros	Zeros
`_kw_avg_min` is highly skewed (γ1 = 31.3061081)	Skewed
`_kw_max_min` is highly skewed (γ1 = 35.32843373)	Skewed
`_kw_max_min` has 819 (2.1%) zeros	Zeros
`_kw_min_avg` has 17102 (43.1%) zeros	Zeros
`_kw_min_max` has 17108 (43.2%) zeros	Zeros
`_max_negative_polarity` has 2550 (6.4%) zeros	Zeros
`_max_positive_polarity` has 1217 (3.1%) zeros	Zeros
`_min_negative_polarity` has 2550 (6.4%) zeros	Zeros
`_min_positive_polarity` has 1217 (3.1%) zeros	Zeros
`_n_non_stop_unique_tokens` is highly skewed (γ1 = 198.4432944)	Skewed
`_n_non_stop_unique_tokens` has 1181 (3.0%) zeros	Zeros
`_n_non_stop_words` is highly skewed (γ1 = 198.7924454)	Skewed
`_n_non_stop_words` has 1181 (3.0%) zeros	Zeros
`_n_tokens_content` has 1181 (3.0%) zeros	Zeros
`_n_unique_tokens` is highly skewed (γ1 = 198.6551156)	Skewed
`_n_unique_tokens` has 1181 (3.0%) zeros	Zeros
`_num_hrefs` has 1299 (3.3%) zeros	Zeros
`_num_imgs` has 6987 (17.6%) zeros	Zeros
`_num_self_hrefs` has 5350 (13.5%) zeros	Zeros
`_num_videos` has 25026 (63.1%) zeros	Zeros
`_rate_negative_words` has 2550 (6.4%) zeros	Zeros
`_rate_positive_words` has 1217 (3.1%) zeros	Zeros
`_self_reference_avg_sharess` has 7174 (18.1%) zeros	Zeros
`_self_reference_max_shares` has 7175 (18.1%) zeros	Zeros
`_self_reference_min_shares` is highly skewed (γ1 = 26.26436416)	Skewed
`_self_reference_min_shares` has 7174 (18.1%) zeros	Zeros
`_shares` is highly skewed (γ1 = 33.96388488)	Skewed
`_title_sentiment_polarity` has 19914 (50.2%) zeros	Zeros
`_title_subjectivity` has 18013 (45.4%) zeros	Zeros
`_kw_max_min` is highly correlated with `_kw_avg_min`	High Correlation
`_kw_avg_min` is highly correlated with `_kw_max_min`	High Correlation
`_n_non_stop_words` is highly correlated with `_n_non_stop_unique_tokens` and 1 other fields	High Correlation
`_n_non_stop_unique_tokens` is highly correlated with `_n_non_stop_words` and 1 other fields	High Correlation
`_n_unique_tokens` is highly correlated with `_n_non_stop_unique_tokens` and 1 other fields	High Correlation

_abs_title_sentiment_polarity
Real number (ℝ_≥0)

ZEROS

Distinct count	653
Unique (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1560636629
Minimum	0.0
Maximum	1.0
Zeros	19914
Zeros (%)	50.2%
Memory size	309.8 KiB

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.25
95-th percentile	0.6
Maximum	1
Range	1
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.2262941977
Coefficient of variation (CV)	1.450012089
Kurtosis	2.664140916
Mean	0.1560636629
Median Absolute Deviation (MAD)	0.1754519168
Skewness	1.70419344
Sum	6186.98785
Variance	0.05120906392

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 4.62592927e-18 1.00000000e+00], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	19914	50.2%
0.5	2658	6.7%
0.25	1439	3.6%
0.1363636364	1371	3.5%
0.2	1293	3.3%
0.1	1272	3.2%
0.4	1119	2.8%
1	726	1.8%
0.3	701	1.8%
0.125	569	1.4%
Other values (643)	8582	21.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19914	50.2%
9.251858539e-18	2	< 0.1%
1.387778781e-17	3	< 0.1%
1.850371708e-17	1	< 0.1%
2.775557562e-17	2	< 0.1%

Value	Count	Frequency (%)
1	726	1.8%
0.95	1	< 0.1%
0.91	1	< 0.1%
0.9	84	0.2%
0.875	8	< 0.1%

_abs_title_subjectivity
Real number (ℝ_≥0)

ZEROS

Distinct count	532
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.341842756
Minimum	0.0
Maximum	0.5
Zeros	2643
Zeros (%)	6.7%
Memory size	309.8 KiB

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1666666667
median	0.5
Q3	0.5
95-th percentile	0.5
Maximum	0.5
Range	0.5
Interquartile range (IQR)	0.3333333333

Descriptive statistics

Standard deviation	0.1887908048
Coefficient of variation (CV)	0.5522738202
Kurtosis	-1.278770075
Mean	0.341842756
Median Absolute Deviation (MAD)	0.1732583688
Skewness	-0.6241493829
Sum	13552.01422
Variance	0.03564196796

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.00090909 0.01098485 0.01123737 0.01220238 ... 0.46458333 0.47083333 0.47638889 0.48888889 0.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.5	20539	51.8%
0	2643	6.7%
0.1	1965	5.0%
0.2	1484	3.7%
0.4	1401	3.5%
0.04545454545	1154	2.9%
0.3	1020	2.6%
0.1666666667	1016	2.6%
0.25	898	2.3%
0.125	510	1.3%
Other values (522)	7014	17.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2643	6.7%
0.001818181818	1	< 0.1%
0.001893939394	5	< 0.1%
0.002272727273	4	< 0.1%
0.002727272727	9	< 0.1%

Value	Count	Frequency (%)
0.5	20539	51.8%
0.4777777778	2	< 0.1%
0.475	13	< 0.1%
0.4666666667	40	0.1%
0.4625	1	< 0.1%

_average_token_length
Real number (ℝ_≥0)

ZEROS

Distinct count	30136
Unique (%)	76.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.548239318
Minimum	0.0
Maximum	8.04153354633
Zeros	1181
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	4.156479634
Q1	4.478403987
median	4.664082179
Q3	4.85483871
95-th percentile	5.153331939
Maximum	8.041533546
Range	8.041533546
Interquartile range (IQR)	0.376434723

Descriptive statistics

Standard deviation	0.8444055652
Coefficient of variation (CV)	0.1856554825
Kurtosis	22.18044988
Mean	4.548239318
Median Absolute Deviation (MAD)	0.3713500925
Skewness	-4.57601155
Sum	180310.3995
Variance	0.7130207585

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.8 3.61229236 3.88172022 3.99845917 ... 5.49914683 5.64218947 5.90128644 6.50514901 8.04153355], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1181	3.0%
5	77	0.2%
4.5	72	0.2%
4.666666667	58	0.1%
4.6	35	0.1%
4.75	32	0.1%
4.8	28	0.1%
4.428571429	26	0.1%
4.833333333	24	0.1%
4.625	23	0.1%
Other values (30126)	38088	96.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1181	3.0%
3.6	1	< 0.1%
3.624584718	1	< 0.1%
3.653846154	1	< 0.1%
3.657142857	1	< 0.1%

Value	Count	Frequency (%)
8.041533546	1	< 0.1%
7.974683544	1	< 0.1%
7.695652174	1	< 0.1%
7.218430034	1	< 0.1%
6.816753927	1	< 0.1%

_avg_negative_polarity
Real number (ℝ)

ZEROS

Distinct count	13841
Unique (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.2595241411
Minimum	-1.0
Maximum	0.0
Zeros	2550
Zeros (%)	6.4%
Memory size	309.8 KiB

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Quantile statistics

Minimum	-1
5-th percentile	-0.4667172619
Q1	-0.3283825861
median	-0.2533333333
Q3	-0.1869047619
95-th percentile	0
Maximum	0
Range	1
Interquartile range (IQR)	0.1414778241

Descriptive statistics

Standard deviation	0.127725722
Coefficient of variation (CV)	-0.4921535295
Kurtosis	2.369671831
Mean	-0.2595241411
Median Absolute Deviation (MAD)	0.09498354744
Skewness	-0.551644029
Sum	-10288.57505
Variance	0.01631386007

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. -0.95 -0.81 -0.79285714 -0.75357143 ... -0.07113095 -0.05208333 -0.04735577 -0.00625 0. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2550	6.4%
-0.125	499	1.3%
-0.2	444	1.1%
-0.4	444	1.1%
-0.25	404	1.0%
-0.3	387	1.0%
-0.1666666667	386	1.0%
-0.5	330	0.8%
-0.1	302	0.8%
-0.15	220	0.6%
Other values (13831)	33678	85.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	51	0.1%
-0.9	11	< 0.1%
-0.875	4	< 0.1%
-0.8666666667	1	< 0.1%
-0.85	3	< 0.1%

Value	Count	Frequency (%)
0	2550	6.4%
-0.0125	1	< 0.1%
-0.025	11	< 0.1%
-0.02916666667	1	< 0.1%
-0.03333333333	2	< 0.1%

_avg_positive_polarity
Real number (ℝ_≥0)

ZEROS

Distinct count	27301
Unique (%)	68.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3538249434
Minimum	0.0
Maximum	1.0
Zeros	1217
Zeros (%)	3.1%
Memory size	309.8 KiB

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Quantile statistics

Minimum	0
5-th percentile	0.1975126263
Q1	0.3062435454
median	0.3587551653
Q3	0.4114278335
95-th percentile	0.5006003788
Maximum	1
Range	1
Interquartile range (IQR)	0.1051842881

Descriptive statistics

Standard deviation	0.1045421883
Coefficient of variation (CV)	0.2954630256
Kurtosis	3.380851801
Mean	0.3538249434
Median Absolute Deviation (MAD)	0.07329881979
Skewness	-0.7247949503
Sum	14027.03606
Variance	0.01092906914

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01666667 0.09952381 0.10015783 0.11461777 ... 0.68785823 0.69953704 0.70336039 0.809375 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1217	3.1%
0.5	201	0.5%
0.4	150	0.4%
0.35	117	0.3%
0.3	104	0.3%
0.375	102	0.3%
0.45	101	0.3%
0.3666666667	77	0.2%
0.4333333333	74	0.2%
0.25	68	0.2%
Other values (27291)	37433	94.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1217	3.1%
0.03333333333	7	< 0.1%
0.05	4	< 0.1%
0.06	1	< 0.1%
0.0625	3	< 0.1%

Value	Count	Frequency (%)
1	8	< 0.1%
0.95	1	< 0.1%
0.9	1	< 0.1%
0.8727272727	1	< 0.1%
0.8666666667	1	< 0.1%

_data_channel_is_bus
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	33386
1	6258

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Frequency Table

Value	Count	Frequency (%)
0	33386	84.2%
1	6258	15.8%

_data_channel_is_entertainment
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	32587
1	7057

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Frequency Table

Value	Count	Frequency (%)
0	32587	82.2%
1	7057	17.8%

_data_channel_is_lifestyle
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	37545
1	2099

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	37545	94.7%
1	2099	5.3%

_data_channel_is_socmed
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	37321
1	2323

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	37321	94.1%
1	2323	5.9%

_data_channel_is_tech
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	32298
1	7346

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	32298	81.5%
1	7346	18.5%

_data_channel_is_world
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	31217
1	8427

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	31217	78.7%
1	8427	21.3%

_global_rate_negative_words
Real number (ℝ_≥0)

ZEROS

Distinct count	10271
Unique (%)	25.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01661211953
Minimum	0.0
Maximum	0.184931506849
Zeros	2550
Zeros (%)	6.4%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.009615384615
median	0.01533742331
Q3	0.02173913043
95-th percentile	0.03599906103
Maximum	0.1849315068
Range	0.1849315068
Interquartile range (IQR)	0.01212374582

Descriptive statistics

Standard deviation	0.01082779219
Coefficient of variation (CV)	0.651800763
Kurtosis	6.975001443
Mean	0.01661211953
Median Absolute Deviation (MAD)	0.007966897887
Skewness	1.491917309
Sum	658.5708668
Variance	0.0001172410837

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.0002008 0.00148409 0.00217866 0.00279916 ... 0.05265468 0.05996845 0.06793691 0.09384653 0.18493151], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2550	6.4%
0.02040816327	87	0.2%
0.01923076923	84	0.2%
0.01724137931	82	0.2%
0.01538461538	79	0.2%
0.02222222222	77	0.2%
0.01818181818	77	0.2%
0.02173913043	76	0.2%
0.01587301587	76	0.2%
0.01449275362	75	0.2%
Other values (10261)	36381	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2550	6.4%
0.0004016064257	1	< 0.1%
0.0004182350481	1	< 0.1%
0.0007535795026	1	< 0.1%
0.0009661835749	1	< 0.1%

Value	Count	Frequency (%)
0.1849315068	1	< 0.1%
0.162037037	1	< 0.1%
0.1398305085	1	< 0.1%
0.1369294606	1	< 0.1%
0.1352941176	1	< 0.1%

_global_rate_positive_words
Real number (ℝ_≥0)

ZEROS

Distinct count	13159
Unique (%)	33.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03962483301
Minimum	0.0
Maximum	0.155487804878
Zeros	1217
Zeros (%)	3.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.01242236025
Q1	0.02838427948
median	0.03902277713
Q3	0.05027932961
95-th percentile	0.06837282268
Maximum	0.1554878049
Range	0.1554878049
Interquartile range (IQR)	0.02189505013

Descriptive statistics

Standard deviation	0.01742865786
Coefficient of variation (CV)	0.4398417997
Kurtosis	1.019328836
Mean	0.03962483301
Median Absolute Deviation (MAD)	0.01348929252
Skewness	0.3230466112
Sum	1570.88688
Variance	0.0003037581149

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.00106838 0.0027194 0.004828 0.0077121 ... 0.09525654 0.10108384 0.11566332 0.13667497 0.1554878 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1217	3.1%
0.04166666667	120	0.3%
0.04545454545	117	0.3%
0.04	117	0.3%
0.04347826087	109	0.3%
0.03846153846	105	0.3%
0.05	105	0.3%
0.03571428571	104	0.3%
0.03448275862	98	0.2%
0.03703703704	92	0.2%
Other values (13149)	37460	94.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1217	3.1%
0.002136752137	1	< 0.1%
0.002645502646	1	< 0.1%
0.002793296089	2	< 0.1%
0.002816901408	1	< 0.1%

Value	Count	Frequency (%)
0.1554878049	1	< 0.1%
0.1527777778	1	< 0.1%
0.152173913	1	< 0.1%
0.1369863014	1	< 0.1%
0.1363636364	1	< 0.1%

_global_sentiment_polarity
Real number (ℝ)

ZEROS

Distinct count	34695
Unique (%)	87.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1193092693
Minimum	-0.39375
Maximum	0.727840909091
Zeros	1197
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-0.39375
5-th percentile	-0.024651982
Q1	0.05775735451
median	0.1191167686
Q3	0.1778322124
95-th percentile	0.2763299891
Maximum	0.7278409091
Range	1.121590909
Interquartile range (IQR)	0.1200748579

Descriptive statistics

Standard deviation	0.09693066125
Coefficient of variation (CV)	0.8124319412
Kurtosis	1.509931609
Mean	0.1193092693
Median Absolute Deviation (MAD)	0.07438070511
Skewness	0.1054570967
Sum	4729.896672
Variance	0.009395553091

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-3.93750000e-01 -2.29683511e-01 -1.82321429e-01 -1.16400584e-01 -9.62035436e-02 ... -4.37906147e-02 -2.31456972e-02 -8.20051098e-18 -1.26161707e-18 7.27840909e-01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1197	3.0%
0.15	30	0.1%
0.25	28	0.1%
0.1	25	0.1%
0.125	25	0.1%
0.1666666667	25	0.1%
0.2	23	0.1%
0.175	22	0.1%
0.01666666667	19	< 0.1%
0.3	18	< 0.1%
Other values (34685)	38232	96.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.39375	1	< 0.1%
-0.3802083333	1	< 0.1%
-0.3776568502	1	< 0.1%
-0.375	1	< 0.1%
-0.3739304813	1	< 0.1%

Value	Count	Frequency (%)
0.7278409091	1	< 0.1%
0.655	1	< 0.1%
0.65	1	< 0.1%
0.6317460317	1	< 0.1%
0.625	1	< 0.1%

_global_subjectivity
Real number (ℝ_≥0)

ZEROS

Distinct count	34501
Unique (%)	87.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4433701996
Minimum	0.0
Maximum	1.0
Zeros	1184
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.2751165541
Q1	0.3961666737
median	0.4534573473
Q3	0.5083333333
95-th percentile	0.6002635016
Maximum	1
Range	1
Interquartile range (IQR)	0.1121666596

Descriptive statistics

Standard deviation	0.1166846424
Coefficient of variation (CV)	0.2631765567
Kurtosis	4.611593207
Mean	0.4433701996
Median Absolute Deviation (MAD)	0.07973579648
Skewness	-1.372688831
Sum	17576.96819
Variance	0.01361530578

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01111111 0.09474638 0.14513889 0.1945259 ... 0.70004856 0.72850429 0.77198068 0.83765432 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1184	3.0%
0.5	36	0.1%
0.45	26	0.1%
0.5166666667	25	0.1%
0.6	24	0.1%
0.4	24	0.1%
0.55	24	0.1%
0.4333333333	23	0.1%
0.475	22	0.1%
0.3666666667	21	0.1%
Other values (34491)	38235	96.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1184	3.0%
0.02222222222	1	< 0.1%
0.0625	1	< 0.1%
0.06666666667	1	< 0.1%
0.08949275362	1	< 0.1%

Value	Count	Frequency (%)
1	4	< 0.1%
0.95	1	< 0.1%
0.9375	1	< 0.1%
0.9285714286	1	< 0.1%
0.9222222222	1	< 0.1%

_is_weekend
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	34454
1	5190

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	34454	86.9%
1	5190	13.1%

_kw_avg_avg
Real number (ℝ_≥0)

Distinct count	39300
Unique (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3135.858639
Minimum	0.0
Maximum	43567.6599458
Zeros	79
Zeros (%)	0.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1783.750391
Q1	2382.448566
median	2870.074878
Q3	3600.229564
95-th percentile	5210.809958
Maximum	43567.65995
Range	43567.65995
Interquartile range (IQR)	1217.780999

Descriptive statistics

Standard deviation	1318.150397
Coefficient of variation (CV)	0.4203475185
Kurtosis	100.586108
Mean	3135.858639
Median Absolute Deviation (MAD)	852.3086828
Skewness	5.760177292
Sum	124317979.9
Variance	1737520.469

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 212.17222222 700.19136118 1043.67408586 1223.06537736 ... 8585.12959058 10060.72186365 15886.16587975 21041.20007835 43567.6599458 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	79	0.2%
2688.989334	8	< 0.1%
3941.365969	4	< 0.1%
2902.801465	4	< 0.1%
2167.22724	4	< 0.1%
4109.953795	4	< 0.1%
2814.360326	3	< 0.1%
2770.449584	3	< 0.1%
3625.77806	3	< 0.1%
2826.011525	3	< 0.1%
Other values (39290)	39529	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	79	0.2%
424.3444444	1	< 0.1%
488.9823135	1	< 0.1%
503.3544444	1	< 0.1%
512.0555556	1	< 0.1%

Value	Count	Frequency (%)
43567.65995	1	< 0.1%
37607.52165	1	< 0.1%
36717.23311	1	< 0.1%
36023.42452	1	< 0.1%
33952.81755	1	< 0.1%

_kw_avg_max
Real number (ℝ_≥0)

Distinct count	30834
Unique (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	259281.9381
Minimum	0.0
Maximum	843300.0
Zeros	79
Zeros (%)	0.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	28316.66667
Q1	172846.875
median	244572.2222
Q3	330980
95-th percentile	511184.9107
Maximum	843300
Range	843300
Interquartile range (IQR)	158133.125

Descriptive statistics

Standard deviation	135102.2473
Coefficient of variation (CV)	0.5210630879
Kurtosis	0.830520991
Mean	259281.9381
Median Absolute Deviation (MAD)	104062.3843
Skewness	0.6243096464
Sum	1.027897315e+10
Variance	1.825261722e+10

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1120. 3062.85714285 11573.33333335 17461.25 ... 742045.8333335 764845. 767790.4761905 824516.6666665 843300. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	79	0.2%
843300	57	0.1%
406425	46	0.1%
384225	44	0.1%
483900	40	0.1%
534200	37	0.1%
559366.6667	30	0.1%
383800	29	0.1%
350800	26	0.1%
741366.6667	26	0.1%
Other values (30824)	39230	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	79	0.2%
2240	1	< 0.1%
2300	1	< 0.1%
2437.2	1	< 0.1%
2801.25	1	< 0.1%

Value	Count	Frequency (%)
843300	57	0.1%
805733.3333	1	< 0.1%
798220	9	< 0.1%
786950	1	< 0.1%
780250	1	< 0.1%

_kw_avg_min
Real number (ℝ)

SKEWED
HIGH CORRELATION

Distinct count	17003
Unique (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	312.3669668
Minimum	-1.0
Maximum	42827.8571429
Zeros	81
Zeros (%)	0.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	36.2
Q1	141.75
median	235.5
Q3	357
95-th percentile	694.875
Maximum	42827.85714
Range	42828.85714
Interquartile range (IQR)	215.25

Descriptive statistics

Standard deviation	620.7838873
Coefficient of variation (CV)	1.987354469
Kurtosis	1592.244353
Mean	312.3669668
Median Absolute Deviation (MAD)	191.2671311
Skewness	31.3061081
Sum	12383476.03
Variance	385372.6347

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.00000000e+00 -9.28571429e-01 -8.16666667e-01 -4.41833333e-01 -3.77083333e-01 ... 2.34443750e+03 3.44231250e+03 5.99375000e+03 1.66707833e+04 4.28278571e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-1	694	1.8%
0	81	0.2%
43.25	48	0.1%
125	45	0.1%
107.6666667	44	0.1%
80.5	43	0.1%
194	42	0.1%
11.5	39	0.1%
282	37	0.1%
63	37	0.1%
Other values (16993)	38534	97.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	694	1.8%
-0.8571428571	2	< 0.1%
-0.8333333333	1	< 0.1%
-0.8	7	< 0.1%
-0.75	13	< 0.1%

Value	Count	Frequency (%)
42827.85714	1	< 0.1%
39979	1	< 0.1%
34855.125	1	< 0.1%
29946.9	1	< 0.1%
27123	1	< 0.1%

_kw_max_avg
Real number (ℝ_≥0)

Distinct count	19438
Unique (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5657.211151
Minimum	0.0
Maximum	298400.0
Zeros	79
Zeros (%)	0.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3254.922019
Q1	3562.101631
median	4355.688836
Q3	6019.953968
95-th percentile	10457.16566
Maximum	298400
Range	298400
Interquartile range (IQR)	2457.852337

Descriptive statistics

Standard deviation	6098.871957
Coefficient of variation (CV)	1.078070412
Kurtosis	481.9265125
Mean	5657.211151
Median Absolute Deviation (MAD)	2371.957647
Skewness	16.41166956
Sum	224274478.9
Variance	37196239.14

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 976.57222222 1990.01221804 2239.93482309 2244.66815643 ... 48884.56666665 50375. 87168.4375 142660. 298400. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	79	0.2%
3517.727146	44	0.1%
3483.305109	44	0.1%
3445.03399	41	0.1%
3399.331393	36	0.1%
3396.691809	36	0.1%
3572.013501	34	0.1%
3483.53814	34	0.1%
3449.834774	34	0.1%
3387.960559	33	0.1%
Other values (19428)	39229	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	79	0.2%
1953.144444	26	0.1%
1968.631579	1	< 0.1%
2011.392857	4	< 0.1%
2019.346154	4	< 0.1%

Value	Count	Frequency (%)
298400	2	< 0.1%
237966.6667	1	< 0.1%
178675	1	< 0.1%
171030.25	1	< 0.1%
164725	1	< 0.1%

_kw_max_max
Real number (ℝ_≥0)

Distinct count	35
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	752324.0667
Minimum	0.0
Maximum	843300.0
Zeros	79
Zeros (%)	0.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	69100
Q1	843300
median	843300
Q3	843300
95-th percentile	843300
Maximum	843300
Range	843300
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	214502.1296
Coefficient of variation (CV)	0.2851193243
Kurtosis	5.723850836
Mean	752324.0667
Median Absolute Deviation (MAD)	138625.6225
Skewness	-2.644981762
Sum	2.98251353e+10
Variance	4.601116359e+10

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 5550. 16050. 17650. 27850. ... 529450. 640750. 677000. 766850. 843300.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
843300	30204	76.2%
690400	3986	10.1%
617900	2263	5.7%
69100	1265	3.2%
51900	829	2.1%
80400	401	1.0%
39400	149	0.4%
28000	131	0.3%
37400	122	0.3%
17100	101	0.3%
Other values (25)	193	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	79	0.2%
11100	1	< 0.1%
15000	1	< 0.1%
17100	101	0.3%
18200	1	< 0.1%

Value	Count	Frequency (%)
843300	30204	76.2%
690400	3986	10.1%
663600	4	< 0.1%
617900	2263	5.7%
441000	2	< 0.1%

_kw_max_min
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	1076
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1153.951682
Minimum	0.0
Maximum	298400.0
Zeros	819
Zeros (%)	2.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	91.15
Q1	445
median	660
Q3	1000
95-th percentile	2800
Maximum	298400
Range	298400
Interquartile range (IQR)	555

Descriptive statistics

Standard deviation	3857.990877
Coefficient of variation (CV)	3.343286323
Kurtosis	2100.070758
Mean	1153.951682
Median Absolute Deviation (MAD)	921.8574342
Skewness	35.32843373
Sum	45747260.49
Variance	14884093.6

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 7.950e-01 2.795e+00 1.600e+01 4.150e+01 ... 1.850e+04 3.020e+04 4.195e+04 8.160e+04 2.984e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1100	1507	3.8%
1200	1188	3.0%
1300	830	2.1%
0	819	2.1%
1400	785	2.0%
1000	735	1.9%
1500	563	1.4%
1600	504	1.3%
1700	379	1.0%
1800	287	0.7%
Other values (1066)	32047	80.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819	2.1%
1.59	111	0.3%
4	76	0.2%
28	2	< 0.1%
35	1	< 0.1%

Value	Count	Frequency (%)
298400	2	< 0.1%
158900	1	< 0.1%
139600	1	< 0.1%
138700	1	< 0.1%
128500	1	< 0.1%

_kw_min_avg
Real number (ℝ)

ZEROS

Distinct count	15982
Unique (%)	40.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1117.14661
Minimum	-1.0
Maximum	3613.0398195000002
Zeros	17102
Zeros (%)	43.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1023.635611
Q3	2056.781032
95-th percentile	3192.956298
Maximum	3613.03982
Range	3614.03982
Interquartile range (IQR)	2056.781032

Descriptive statistics

Standard deviation	1137.456951
Coefficient of variation (CV)	1.018180551
Kurtosis	-1.126440476
Mean	1117.14661
Median Absolute Deviation (MAD)	1007.786248
Skewness	0.4679758465
Sum	44288160.21
Variance	1293808.315

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.00000000e+00 -5.00000000e-01 2.05000000e+01 3.40500000e+02 4.28500000e+02 ... 3.53697143e+03 3.57141533e+03 3.58063723e+03 3.59187193e+03 3.61303982e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	17102	43.1%
1100	154	0.4%
1200	133	0.3%
1300	123	0.3%
1400	110	0.3%
1500	99	0.2%
1600	85	0.2%
1000	68	0.2%
1700	68	0.2%
1900	65	0.2%
Other values (15972)	21637	54.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	6	< 0.1%
0	17102	43.1%
41	3	< 0.1%
47	1	< 0.1%
82	1	< 0.1%

Value	Count	Frequency (%)
3613.03982	1	< 0.1%
3610.124972	2	< 0.1%
3609.718376	2	< 0.1%
3608.693473	1	< 0.1%
3607.114624	4	< 0.1%

_kw_min_max
Real number (ℝ_≥0)

ZEROS

Distinct count	1021
Unique (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13612.3541
Minimum	0.0
Maximum	843300.0
Zeros	17108
Zeros (%)	43.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1400
Q3	7900
95-th percentile	50540
Maximum	843300
Range	843300
Interquartile range (IQR)	7900

Descriptive statistics

Standard deviation	57986.02936
Coefficient of variation (CV)	4.259809062
Kurtosis	123.4321086
Mean	13612.3541
Median Absolute Deviation (MAD)	18778.76573
Skewness	10.38637163
Sum	539648166
Variance	3362379601

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 2.0500e+01 2.4250e+02 4.2850e+02 6.7450e+02 ... 3.0845e+05 5.2945e+05 6.5825e+05 6.7700e+05 8.4330e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	17108	43.2%
1500	379	1.0%
1400	371	0.9%
1200	367	0.9%
1300	361	0.9%
1100	344	0.9%
1600	329	0.8%
1900	315	0.8%
2000	303	0.8%
2100	303	0.8%
Other values (1011)	19464	49.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17108	43.2%
41	3	< 0.1%
47	1	< 0.1%
82	1	< 0.1%
88	2	< 0.1%

Value	Count	Frequency (%)
843300	57	0.1%
690400	64	0.2%
663600	54	0.1%
652900	2	< 0.1%
617900	41	0.1%

_kw_min_min
Real number (ℝ)

Distinct count	26
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.10680052
Minimum	-1.0
Maximum	377.0
Zeros	79
Zeros (%)	0.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	-1
Q3	4
95-th percentile	217
Maximum	377
Range	378
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	69.63321512
Coefficient of variation (CV)	2.667244309
Kurtosis	3.660002821
Mean	26.10680052
Median Absolute Deviation (MAD)	44.810034
Skewness	2.37494728
Sum	1034978
Variance	4848.784648

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ -1. -0.5 2. 22.5 41.5 92.5 209. 255.5 377. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-1	22980	58.0%
4	11908	30.0%
217	4636	11.7%
0	79	0.2%
47	6	< 0.1%
57	5	< 0.1%
86	4	< 0.1%
82	3	< 0.1%
63	2	< 0.1%
45	2	< 0.1%
Other values (16)	19	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	22980	58.0%
0	79	0.2%
4	11908	30.0%
41	1	< 0.1%
42	1	< 0.1%

Value	Count	Frequency (%)
377	1	< 0.1%
318	1	< 0.1%
294	2	< 0.1%
217	4636	11.7%
201	1	< 0.1%

_LDA_00
Real number (ℝ_≥0)

Distinct count	39337
Unique (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1845990483
Minimum	0.0
Maximum	0.926994384393
Zeros	1
Zeros (%)	< 0.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.02003286037
Q1	0.02505055754
median	0.03338735938
Q3	0.2409580918
95-th percentile	0.8395242342
Maximum	0.9269943844
Range	0.9269943844
Interquartile range (IQR)	0.2159075342

Descriptive statistics

Standard deviation	0.2629747091
Coefficient of variation (CV)	1.424572399
Kurtosis	1.061098813
Mean	0.1845990483
Median Absolute Deviation (MAD)	0.2069165518
Skewness	1.567463233
Sum	7318.24467
Variance	0.06915569764

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01818231 0.01818362 0.01830179 0.02000004 ... 0.91978143 0.91995645 0.9199995 0.91999964 0.92699438], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.2	51	0.1%
0.05000020146	17	< 0.1%
0.05000020146	14	< 0.1%
0.05000016204	12	< 0.1%
0.9199996354	12	< 0.1%
0.04000014632	10	< 0.1%
0.06666696832	9	< 0.1%
0.06666679247	9	< 0.1%
0.06666696832	8	< 0.1%
0.06666696832	7	< 0.1%
Other values (39327)	39495	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01818197154	1	< 0.1%
0.01818265001	1	< 0.1%
0.01818273606	1	< 0.1%
0.01818288848	1	< 0.1%

Value	Count	Frequency (%)
0.9269943844	1	< 0.1%
0.9199996354	7	< 0.1%
0.9199996354	12	< 0.1%
0.9199993607	1	< 0.1%
0.9199993596	1	< 0.1%

_LDA_01
Real number (ℝ_≥0)

Distinct count	39098
Unique (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1412557731
Minimum	0.0
Maximum	0.9259469861380001
Zeros	1
Zeros (%)	< 0.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.02001171853
Q1	0.02501245767
median	0.03334502937
Q3	0.1508314744
95-th percentile	0.7132935688
Maximum	0.9259469861
Range	0.9259469861
Interquartile range (IQR)	0.1258190167

Descriptive statistics

Standard deviation	0.2197073288
Coefficient of variation (CV)	1.555386544
Kurtosis	3.345604041
Mean	0.1412557731
Median Absolute Deviation (MAD)	0.1590892061
Skewness	2.086721823
Sum	5599.94387
Variance	0.04827131035

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01818201 0.01820029 0.018358 0.02000004 ... 0.91931517 0.91985097 0.91985683 0.91997606 0.92594699], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.2	51	0.1%
0.05000004661	36	0.1%
0.06666675664	30	0.1%
0.06666671585	25	0.1%
0.04000004014	24	0.1%
0.06666675664	22	0.1%
0.06666671585	20	0.1%
0.05000009326	16	< 0.1%
0.05000005377	15	< 0.1%
0.04000005383	12	< 0.1%
Other values (39088)	39393	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01818195246	1	< 0.1%
0.0181820727	1	< 0.1%
0.01818326889	1	< 0.1%
0.01818333991	1	< 0.1%

Value	Count	Frequency (%)
0.9259469861	1	< 0.1%
0.9199761515	1	< 0.1%
0.91997597	1	< 0.1%
0.9199755201	1	< 0.1%
0.9199748625	1	< 0.1%

_LDA_02
Real number (ℝ_≥0)

Distinct count	39525
Unique (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2163209668
Minimum	0.0
Maximum	0.9199990886660001
Zeros	1
Zeros (%)	< 0.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.0200179961
Q1	0.02857147565
median	0.04000393632
Q3	0.3342179337
95-th percentile	0.8664844776
Maximum	0.9199990887
Range	0.9199990887
Interquartile range (IQR)	0.305646458

Descriptive statistics

Standard deviation	0.2821452039
Coefficient of variation (CV)	1.304289677
Kurtosis	0.2618589145
Mean	0.2163209668
Median Absolute Deviation (MAD)	0.2308517791
Skewness	1.311694902
Sum	8575.828407
Variance	0.07960591608

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01818194 0.01819116 0.01832014 0.02000003 ... 0.91995566 0.91999027 0.91999887 0.91999887 0.91999909], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.2	51	0.1%
0.02000019139	6	< 0.1%
0.02222226411	5	< 0.1%
0.02000019139	4	< 0.1%
0.02857146175	3	< 0.1%
0.02500004646	3	< 0.1%
0.02000019139	3	< 0.1%
0.8399962179	3	< 0.1%
0.04000076218	3	< 0.1%
0.04000018975	2	< 0.1%
Other values (39515)	39561	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01818191907	1	< 0.1%
0.01818195363	1	< 0.1%
0.01818201063	1	< 0.1%
0.01818228023	1	< 0.1%

Value	Count	Frequency (%)
0.9199990887	1	< 0.1%
0.9199990011	1	< 0.1%
0.9199989858	1	< 0.1%
0.9199989006	1	< 0.1%
0.9199988916	1	< 0.1%

_LDA_03
Real number (ℝ_≥0)

Distinct count	38963
Unique (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2237696165
Minimum	0.0
Maximum	0.926533782685
Zeros	1
Zeros (%)	< 0.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.02002811001
Q1	0.02857145985
median	0.04000071564
Q3	0.3757625478
95-th percentile	0.8666321704
Maximum	0.9265337827
Range	0.9265337827
Interquartile range (IQR)	0.3471910879

Descriptive statistics

Standard deviation	0.2951907335
Coefficient of variation (CV)	1.31917254
Kurtosis	-0.02965176383
Mean	0.2237696165
Median Absolute Deviation (MAD)	0.2464125498
Skewness	1.238715986
Sum	8871.122677
Variance	0.08713756913

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01818206 0.01818379 0.01831291 0.02000003 ... 0.91762483 0.91891446 0.91965646 0.91998199 0.92653378], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.06666668866	58	0.1%
0.2	51	0.1%
0.05000001699	25	0.1%
0.04000001409	25	0.1%
0.02000001992	19	< 0.1%
0.05000004027	19	< 0.1%
0.05000014921	18	< 0.1%
0.05000014921	18	< 0.1%
0.05000014168	14	< 0.1%
0.04000010391	13	< 0.1%
Other values (38953)	39384	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01818199446	1	< 0.1%
0.01818212211	1	< 0.1%
0.01818217383	1	< 0.1%
0.01818264479	1	< 0.1%

Value	Count	Frequency (%)
0.9265337827	1	< 0.1%
0.925542174	1	< 0.1%
0.9199836291	1	< 0.1%
0.9199803599	1	< 0.1%
0.9199781625	1	< 0.1%

_LDA_04
Real number (ℝ_≥0)

Distinct count	39370
Unique (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2340293708
Minimum	0.0
Maximum	0.9271908092579999
Zeros	1
Zeros (%)	< 0.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.02020443955
Q1	0.0285736744
median	0.04072735278
Q3	0.399985797
95-th percentile	0.883641243
Maximum	0.9271908093
Range	0.9271908093
Interquartile range (IQR)	0.3714121226

Descriptive statistics

Standard deviation	0.2891834781
Coefficient of variation (CV)	1.235671733
Kurtosis	-0.08148949991
Mean	0.2340293708
Median Absolute Deviation (MAD)	0.2423056823
Skewness	1.173129476
Sum	9277.860376
Variance	0.083627084

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01818235 0.01821666 0.01849502 0.02000003 ... 0.91960531 0.91984001 0.91999772 0.92644474 0.92719081], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.2	51	0.1%
0.0200000343	19	< 0.1%
0.06666670607	8	< 0.1%
0.04000016959	8	< 0.1%
0.04000002876	6	< 0.1%
0.05000001673	5	< 0.1%
0.04000002876	5	< 0.1%
0.05000002676	5	< 0.1%
0.04000002876	5	< 0.1%
0.05000003225	5	< 0.1%
Other values (39360)	39527	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01818227861	1	< 0.1%
0.01818241294	1	< 0.1%
0.01818296327	1	< 0.1%
0.018183015	1	< 0.1%

Value	Count	Frequency (%)
0.9271908093	1	< 0.1%
0.9271192062	1	< 0.1%
0.9270763147	1	< 0.1%
0.9270678353	1	< 0.1%
0.9265306165	1	< 0.1%

_max_negative_polarity
Real number (ℝ)

ZEROS

Distinct count	49
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.1075002402
Minimum	-1.0
Maximum	0.0
Zeros	2550
Zeros (%)	6.4%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	-0.25
Q1	-0.125
median	-0.1
Q3	-0.05
95-th percentile	0
Maximum	0
Range	1
Interquartile range (IQR)	0.075

Descriptive statistics

Standard deviation	0.09537298483
Coefficient of variation (CV)	-0.8871885746
Kurtosis	19.56756473
Mean	-0.1075002402
Median Absolute Deviation (MAD)	0.05803817047
Skewness	-3.459747058
Sum	-4261.739521
Variance	0.009096006236

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. -0.95 -0.8375 -0.775 -0.70714286 ... -0.04166667 -0.02916667 -0.01875 -0.00416667 0. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.05	9948	25.1%
-0.1	8819	22.2%
-0.125	5360	13.5%
-0.07142857143	2612	6.6%
0	2550	6.4%
-0.1666666667	1766	4.5%
-0.2	1207	3.0%
-0.1555555556	1204	3.0%
-0.025	697	1.8%
-0.1875	617	1.6%
Other values (39)	4864	12.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	51	0.1%
-0.9	6	< 0.1%
-0.875	3	< 0.1%
-0.8	40	0.1%
-0.75	2	< 0.1%

Value	Count	Frequency (%)
0	2550	6.4%
-0.008333333333	194	0.5%
-0.0125	229	0.6%
-0.025	697	1.8%
-0.03333333333	212	0.5%

_max_positive_polarity
Real number (ℝ_≥0)

ZEROS

Distinct count	38
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.7567275437
Minimum	0.0
Maximum	1.0
Zeros	1217
Zeros (%)	3.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.375
Q1	0.6
median	0.8
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2477857184
Coefficient of variation (CV)	0.3274437682
Kurtosis	0.6623543071
Mean	0.7567275437
Median Absolute Deviation (MAD)	0.2054434578
Skewness	-0.9397564591
Sum	29999.70674
Variance	0.06139776224

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01666667 0.08125 0.11818182 0.14318182 ... 0.81666667 0.84166667 0.925 0.975 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	14821	37.4%
0.5	6621	16.7%
0.8	5604	14.1%
0.6	4143	10.5%
0.7	3148	7.9%
0	1217	3.1%
0.9	1122	2.8%
0.75	716	1.8%
0.85	664	1.7%
0.4	455	1.1%
Other values (28)	1133	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1217	3.1%
0.03333333333	7	< 0.1%
0.05	3	< 0.1%
0.0625	3	< 0.1%
0.1	47	0.1%

Value	Count	Frequency (%)
1	14821	37.4%
0.95	3	< 0.1%
0.9	1122	2.8%
0.85	664	1.7%
0.8333333333	13	< 0.1%

_min_negative_polarity
Real number (ℝ)

ZEROS

Distinct count	54
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.5219437277
Minimum	-1.0
Maximum	0.0
Zeros	2550
Zeros (%)	6.4%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-0.7
median	-0.5
Q3	-0.3
95-th percentile	0
Maximum	0
Range	1
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2902895022
Coefficient of variation (CV)	-0.5561701133
Kurtosis	-0.8265223065
Mean	-0.5219437277
Median Absolute Deviation (MAD)	0.2368930266
Skewness	-0.07315481617
Sum	-20691.93714
Variance	0.08426799509

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. -0.95 -0.8375 -0.775 -0.74166667 ... -0.06904762 -0.05833333 -0.04166667 -0.00625 0. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.5	6894	17.4%
-1	5553	14.0%
-0.4	3962	10.0%
-0.6	3712	9.4%
-0.8	3045	7.7%
-0.7	2604	6.6%
0	2550	6.4%
-0.3	1910	4.8%
-0.2	1482	3.7%
-0.25	1284	3.2%
Other values (44)	6648	16.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	5553	14.0%
-0.9	341	0.9%
-0.875	221	0.6%
-0.8	3045	7.7%
-0.75	354	0.9%

Value	Count	Frequency (%)
0	2550	6.4%
-0.0125	1	< 0.1%
-0.025	11	< 0.1%
-0.03333333333	2	< 0.1%
-0.05	119	0.3%

_min_positive_polarity
Real number (ℝ_≥0)

ZEROS

Distinct count	33
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.09544553807
Minimum	0.0
Maximum	1.0
Zeros	1217
Zeros (%)	3.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.03333333333
Q1	0.05
median	0.1
Q3	0.1
95-th percentile	0.2
Maximum	1
Range	1
Interquartile range (IQR)	0.05

Descriptive statistics

Standard deviation	0.07131493175
Coefficient of variation (CV)	0.7471793149
Kurtosis	17.41710258
Mean	0.09544553807
Median Absolute Deviation (MAD)	0.04390345546
Skewness	3.040467737
Sum	3783.842911
Variance	0.00508581949

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01666667 0.05625 0.07291667 0.09166667 ... 0.44166667 0.475 0.55 0.65 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.1	15437	38.9%
0.03333333333	7399	18.7%
0.05	4412	11.1%
0.1363636364	4058	10.2%
0.0625	2805	7.1%
0.2	1372	3.5%
0	1217	3.1%
0.25	645	1.6%
0.1666666667	508	1.3%
0.16	415	1.0%
Other values (23)	1376	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1217	3.1%
0.03333333333	7399	18.7%
0.05	4412	11.1%
0.0625	2805	7.1%
0.08333333333	133	0.3%

Value	Count	Frequency (%)
1	8	< 0.1%
0.9	1	< 0.1%
0.8	7	< 0.1%
0.75	1	< 0.1%
0.7	8	< 0.1%

_n_non_stop_unique_tokens
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	22930
Unique (%)	57.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.689175394
Minimum	0.0
Maximum	650.0
Zeros	1181
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.4772727246
Q1	0.6257394046
median	0.6904761883
Q3	0.7546296261
95-th percentile	0.8571428435
Maximum	650
Range	650
Interquartile range (IQR)	0.1288902215

Descriptive statistics

Standard deviation	3.264816355
Coefficient of variation (CV)	4.737279339
Kurtosis	39467.69371
Mean	0.689175394
Median Absolute Deviation (MAD)	0.1119677965
Skewness	198.4432944
Sum	27321.66932
Variance	10.65902583

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 5.95667869e-02 1.21173930e-01 2.73313555e-01 3.34876575e-01 ... 9.64285700e-01 9.83712908e-01 9.99999920e-01 9.99999985e-01 6.50000000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1181	3.0%
0.8155339727	13	< 0.1%
0.765624994	12	< 0.1%
0.8244274746	12	< 0.1%
0.8556700943	12	< 0.1%
0.7628205079	12	< 0.1%
0.7078651646	12	< 0.1%
0.8732394243	12	< 0.1%
0.7029702936	11	< 0.1%
0.8552631466	11	< 0.1%
Other values (22920)	38356	96.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1181	3.0%
0.1191335738	1	< 0.1%
0.1232142855	1	< 0.1%
0.1263345193	1	< 0.1%
0.1292629262	1	< 0.1%

Value	Count	Frequency (%)
650	1	< 0.1%
0.9999999855	1	< 0.1%
0.9999999853	1	< 0.1%
0.9999999792	1	< 0.1%
0.9999999787	1	< 0.1%

_n_non_stop_words
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	1451
Unique (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9964685655
Minimum	0.0
Maximum	1042.0
Zeros	1181
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.9999999841
Q1	0.9999999933
median	0.999999996
Q3	0.9999999976
95-th percentile	0.9999999988
Maximum	1042
Range	1042
Interquartile range (IQR)	4.314000046e-09

Descriptive statistics

Standard deviation	5.231230945
Coefficient of variation (CV)	5.249770165
Kurtosis	39560.29495
Mean	0.9964685655
Median Absolute Deviation (MAD)	0.05936986055
Skewness	198.7924454
Sum	39503.99981
Variance	27.3657772

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 4.99999958e-01 9.99999920e-01 9.99999946e-01 9.99999962e-01 ... 9.99999999e-01 9.99999999e-01 1.00000000e+00 1.00000000e+00 1.04200000e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1181	3.0%
0.9999999947	138	0.3%
0.9999999942	136	0.3%
0.9999999936	133	0.3%
0.9999999922	129	0.3%
0.9999999943	128	0.3%
0.9999999928	127	0.3%
0.9999999938	126	0.3%
0.9999999923	125	0.3%
0.9999999932	124	0.3%
Other values (1441)	37297	94.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1181	3.0%
0.9999999167	2	< 0.1%
0.9999999231	1	< 0.1%
0.9999999286	2	< 0.1%
0.9999999333	1	< 0.1%

Value	Count	Frequency (%)
1042	1	< 0.1%
0.9999999998	1	< 0.1%
0.9999999998	1	< 0.1%
0.9999999998	1	< 0.1%
0.9999999997	2	< 0.1%

_n_tokens_content
Real number (ℝ_≥0)

ZEROS

Distinct count	2406
Unique (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	546.5147311
Minimum	0.0
Maximum	8474.0
Zeros	1181
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	105
Q1	246
median	409
Q3	716
95-th percentile	1407
Maximum	8474
Range	8474
Interquartile range (IQR)	470

Descriptive statistics

Standard deviation	471.1075079
Coefficient of variation (CV)	0.8620216092
Kurtosis	19.47841162
Mean	546.5147311
Median Absolute Deviation (MAD)	328.2209066
Skewness	2.945421939
Sum	21666030
Variance	221942.284

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 9. 30.5 52.5 74.5 ... 2241.5 2733.5 3168.5 4163.5 8474. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1181	3.0%
286	101	0.3%
335	86	0.2%
225	86	0.2%
279	85	0.2%
242	84	0.2%
301	82	0.2%
246	80	0.2%
258	80	0.2%
232	80	0.2%
Other values (2396)	37699	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1181	3.0%
18	1	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
8474	1	< 0.1%
7764	1	< 0.1%
7413	1	< 0.1%
7185	1	< 0.1%
7081	1	< 0.1%

_n_tokens_title
Real number (ℝ_≥0)

Distinct count	20
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.39874886
Minimum	2.0
Maximum	23.0
Zeros	0
Zeros (%)	0.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	2
5-th percentile	7
Q1	9
median	10
Q3	12
95-th percentile	14
Maximum	23
Range	21
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.114036808
Coefficient of variation (CV)	0.203297227
Kurtosis	-0.0007496707024
Mean	10.39874886
Median Absolute Deviation (MAD)	1.706140584
Skewness	0.1653203767
Sum	412248
Variance	4.469151627

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 2. 3.5 4.5 5.5 6.5 ... 15.5 16.5 17.5 18.5 23. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10	7358	18.6%
11	6960	17.6%
9	6278	15.8%
12	5299	13.4%
8	4227	10.7%
13	3509	8.9%
7	2120	5.3%
14	1733	4.4%
6	805	2.0%
15	756	1.9%
Other values (10)	599	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	5	< 0.1%
4	28	0.1%
5	184	0.5%
6	805	2.0%

Value	Count	Frequency (%)
23	1	< 0.1%
20	2	< 0.1%
19	6	< 0.1%
18	22	0.1%
17	91	0.2%

_n_unique_tokens
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	27281
Unique (%)	68.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5482157168
Minimum	0.0
Maximum	701.0
Zeros	1181
Zeros (%)	3.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.349070279
Q1	0.470870418
median	0.5392255482
Q3	0.6086956484
95-th percentile	0.7209075753
Maximum	701
Range	701
Interquartile range (IQR)	0.1378252304

Descriptive statistics

Standard deviation	3.520708331
Coefficient of variation (CV)	6.42212221
Kurtosis	39523.832
Mean	0.5482157168
Median Absolute Deviation (MAD)	0.1122480122
Skewness	198.6551156
Sum	21733.46388
Variance	12.39538715

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 5.74817518e-02 1.47809524e-01 2.60017374e-01 2.90511250e-01 ... 8.65528118e-01 9.16666651e-01 9.99999961e-01 9.99999965e-01 7.01000000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1181	3.0%
0.6666666631	10	< 0.1%
0.5520833319	9	< 0.1%
0.7401574745	8	< 0.1%
0.6425120742	8	< 0.1%
0.6403940855	8	< 0.1%
0.6569767404	8	< 0.1%
0.6497461896	8	< 0.1%
0.6538461507	8	< 0.1%
0.6747572783	8	< 0.1%
Other values (27271)	38388	96.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1181	3.0%
0.1149635036	1	< 0.1%
0.1234221597	1	< 0.1%
0.1243016758	1	< 0.1%
0.1279229709	1	< 0.1%

Value	Count	Frequency (%)
701	1	< 0.1%
0.9999999667	1	< 0.1%
0.999999963	1	< 0.1%
0.9999999583	1	< 0.1%
0.9795918167	1	< 0.1%

_num_hrefs
Real number (ℝ_≥0)

ZEROS

Distinct count	133
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.88368984
Minimum	0.0
Maximum	304.0
Zeros	1299
Zeros (%)	3.3%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	8
Q3	14
95-th percentile	30
Maximum	304
Range	304
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	11.33201738
Coefficient of variation (CV)	1.041192605
Kurtosis	35.50633284
Mean	10.88368984
Median Absolute Deviation (MAD)	7.300641417
Skewness	4.013494828
Sum	431473
Variance	128.4146178

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 74.5 86.5 123.5 166.5 304. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4	3470	8.8%
5	3431	8.7%
6	3154	8.0%
3	2871	7.2%
7	2782	7.0%
8	2273	5.7%
9	1990	5.0%
2	1836	4.6%
10	1730	4.4%
11	1440	3.6%
Other values (123)	14667	37.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1299	3.3%
1	963	2.4%
2	1836	4.6%
3	2871	7.2%
4	3470	8.8%

Value	Count	Frequency (%)
304	1	< 0.1%
187	1	< 0.1%
186	1	< 0.1%
171	1	< 0.1%
162	1	< 0.1%

_num_imgs
Real number (ℝ_≥0)

ZEROS

Distinct count	91
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.544142872
Minimum	0.0
Maximum	128.0
Zeros	6987
Zeros (%)	17.6%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	4
95-th percentile	20
Maximum	128
Range	128
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	8.30943352
Coefficient of variation (CV)	1.828603051
Kurtosis	24.5257459
Mean	4.544142872
Median Absolute Deviation (MAD)	5.335566982
Skewness	3.946595845
Sum	180148
Variance	69.04668542

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 59.5 61.5 64.5 100.5 128. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	18119	45.7%
0	6987	17.6%
2	2965	7.5%
3	1223	3.1%
11	1125	2.8%
10	860	2.2%
4	668	1.7%
12	601	1.5%
6	571	1.4%
9	546	1.4%
Other values (81)	5979	15.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6987	17.6%
1	18119	45.7%
2	2965	7.5%
3	1223	3.1%
4	668	1.7%

Value	Count	Frequency (%)
128	1	< 0.1%
111	2	< 0.1%
108	1	< 0.1%
101	2	< 0.1%
100	5	< 0.1%

_num_keywords
Real number (ℝ_≥0)

Distinct count	10
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.223766522
Minimum	1.0
Maximum	10.0
Zeros	0
Zeros (%)	0.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	1
5-th percentile	4
Q1	6
median	7
Q3	9
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.909130386
Coefficient of variation (CV)	0.2642846194
Kurtosis	-0.8058971528
Mean	7.223766522
Median Absolute Deviation (MAD)	1.602183322
Skewness	-0.147251252
Sum	286379
Variance	3.644778831

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	7322	18.5%
6	6801	17.2%
10	6708	16.9%
8	6094	15.4%
5	4829	12.2%
9	4732	11.9%
4	2427	6.1%
3	635	1.6%
1	51	0.1%
2	45	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	51	0.1%
2	45	0.1%
3	635	1.6%
4	2427	6.1%
5	4829	12.2%

Value	Count	Frequency (%)
10	6708	16.9%
9	4732	11.9%
8	6094	15.4%
7	7322	18.5%
6	6801	17.2%

_num_self_hrefs
Real number (ℝ_≥0)

ZEROS

Distinct count	59
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.293638382
Minimum	0.0
Maximum	116.0
Zeros	5350
Zeros (%)	13.5%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	4
95-th percentile	9
Maximum	116
Range	116
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.855141145
Coefficient of variation (CV)	1.170481
Kurtosis	56.17145631
Mean	3.293638382
Median Absolute Deviation (MAD)	2.269923251
Skewness	5.172751106
Sum	130573
Variance	14.86211325

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 24.5 34.5 41.5 64. 116. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2	7624	19.2%
1	6788	17.1%
3	6612	16.7%
0	5350	13.5%
4	4603	11.6%
5	2922	7.4%
6	1851	4.7%
7	1127	2.8%
8	677	1.7%
9	452	1.1%
Other values (49)	1638	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5350	13.5%
1	6788	17.1%
2	7624	19.2%
3	6612	16.7%
4	4603	11.6%

Value	Count	Frequency (%)
116	1	< 0.1%
74	1	< 0.1%
65	1	< 0.1%
63	3	< 0.1%
62	1	< 0.1%

_num_videos
Real number (ℝ_≥0)

ZEROS

Distinct count	53
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.249873878
Minimum	0.0
Maximum	91.0
Zeros	25026
Zeros (%)	63.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	91
Range	91
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.107855086
Coefficient of variation (CV)	3.286615682
Kurtosis	74.0754139
Mean	1.249873878
Median Absolute Deviation (MAD)	1.697553105
Skewness	7.019532786
Sum	49550
Variance	16.87447341

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 49.5 52. 69.5 74.5 91. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	25026	63.1%
1	9483	23.9%
2	2189	5.5%
3	527	1.3%
11	285	0.7%
4	245	0.6%
10	213	0.5%
21	202	0.5%
5	149	0.4%
26	124	0.3%
Other values (43)	1201	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	25026	63.1%
1	9483	23.9%
2	2189	5.5%
3	527	1.3%
4	245	0.6%

Value	Count	Frequency (%)
91	1	< 0.1%
75	2	< 0.1%
74	5	< 0.1%
73	7	< 0.1%
66	1	< 0.1%

_rate_negative_words
Real number (ℝ_≥0)

ZEROS

Distinct count	2284
Unique (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2879335242
Minimum	0.0
Maximum	1.0
Zeros	2550
Zeros (%)	6.4%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1851851852
median	0.28
Q3	0.3846153846
95-th percentile	0.5555555556
Maximum	1
Range	1
Interquartile range (IQR)	0.1994301994

Descriptive statistics

Standard deviation	0.156155888
Coefficient of variation (CV)	0.542333125
Kurtosis	0.5215870503
Mean	0.2879335242
Median Absolute Deviation (MAD)	0.1220712318
Skewness	0.407240654
Sum	11414.83663
Variance	0.02438466135

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.0034965 0.02062075 0.03077652 0.04959016 ... 0.85628227 0.85857143 0.93149399 0.98550725 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2550	6.4%
0.3333333333	1608	4.1%
0.25	1302	3.3%
0.5	1124	2.8%
0.2	1037	2.6%
0.2857142857	767	1.9%
0.1666666667	751	1.9%
0.4	726	1.8%
0.1428571429	584	1.5%
0.2222222222	566	1.4%
Other values (2274)	28629	72.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2550	6.4%
0.006993006993	1	< 0.1%
0.007194244604	1	< 0.1%
0.01219512195	1	< 0.1%
0.01428571429	1	< 0.1%

Value	Count	Frequency (%)
1	31	0.1%
0.9710144928	1	< 0.1%
0.9558823529	1	< 0.1%
0.9452054795	1	< 0.1%
0.9402985075	1	< 0.1%

_rate_positive_words
Real number (ℝ_≥0)

ZEROS

Distinct count	2284
Unique (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6821502211
Minimum	0.0
Maximum	1.0
Zeros	1217
Zeros (%)	3.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.358974359
Q1	0.6
median	0.7105263158
Q3	0.8
95-th percentile	0.9285714286
Maximum	1
Range	1
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.1902063247
Coefficient of variation (CV)	0.2788334868
Kurtosis	3.275239399
Mean	0.6821502211
Median Absolute Deviation (MAD)	0.1368627768
Skewness	-1.423105853
Sum	27043.16337
Variance	0.03617844594

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01449275 0.06850601 0.14142857 0.14371773 ... 0.95040984 0.96922348 0.97937925 0.9965035 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.6666666667	1608	4.1%
1	1364	3.4%
0.75	1302	3.3%
0	1217	3.1%
0.5	1124	2.8%
0.8	1037	2.6%
0.7142857143	767	1.9%
0.8333333333	751	1.9%
0.6	726	1.8%
0.8571428571	584	1.5%
Other values (2274)	29164	73.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1217	3.1%
0.02898550725	1	< 0.1%
0.04411764706	1	< 0.1%
0.05479452055	1	< 0.1%
0.05970149254	1	< 0.1%

Value	Count	Frequency (%)
1	1364	3.4%
0.993006993	1	< 0.1%
0.9928057554	1	< 0.1%
0.987804878	1	< 0.1%
0.9857142857	1	< 0.1%

_self_reference_avg_sharess
Real number (ℝ_≥0)

ZEROS

Distinct count	8626
Unique (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6401.69758
Minimum	0.0
Maximum	843300.0
Zeros	7174
Zeros (%)	18.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	981.1875
median	2200
Q3	5200
95-th percentile	21350
Maximum	843300
Range	843300
Interquartile range (IQR)	4218.8125

Descriptive statistics

Standard deviation	24211.33223
Coefficient of variation (CV)	3.782017493
Kurtosis	428.4994413
Mean	6401.69758
Median Absolute Deviation (MAD)	7089.920492
Skewness	17.91409338
Sum	253788898.9
Variance	586188608.4

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000e+00 7.95000e-01 3.68500e+02 4.67500e+02 6.18500e+02 ... 3.30836e+05 3.50225e+05 6.58250e+05 6.77000e+05 8.43300e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	7174	18.1%
1200	570	1.4%
1300	557	1.4%
1100	540	1.4%
1400	481	1.2%
1500	476	1.2%
1600	424	1.1%
1700	404	1.0%
2000	402	1.0%
1900	372	0.9%
Other values (8616)	28244	71.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7174	18.1%
1.59	3	< 0.1%
4	2	< 0.1%
9	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
843300	1	< 0.1%
690400	7	< 0.1%
663600	14	< 0.1%
652900	1	< 0.1%
617900	2	< 0.1%

_self_reference_max_shares
Real number (ℝ_≥0)

ZEROS

Distinct count	1137
Unique (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10329.21266
Minimum	0.0
Maximum	843300.0
Zeros	7175
Zeros (%)	18.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1100
median	2800
Q3	8000
95-th percentile	36600
Maximum	843300
Range	843300
Interquartile range (IQR)	6900

Descriptive statistics

Standard deviation	41027.57661
Coefficient of variation (CV)	3.971994571
Kurtosis	224.1617475
Mean	10329.21266
Median Absolute Deviation (MAD)	12153.67279
Skewness	13.87084905
Sum	409491306.8
Variance	1683262043

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 7.9500e-01 3.7300e+02 4.6750e+02 6.6650e+02 ... 6.5825e+05 6.7700e+05 7.6405e+05 8.4050e+05 8.4330e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	7175	18.1%
1200	766	1.9%
1100	748	1.9%
1300	737	1.9%
1500	697	1.8%
1400	683	1.7%
1900	681	1.7%
1600	589	1.5%
2000	578	1.5%
1800	555	1.4%
Other values (1127)	26435	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7175	18.1%
1.59	3	< 0.1%
4	2	< 0.1%
9	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
843300	7	< 0.1%
837700	5	< 0.1%
690400	37	0.1%
663600	52	0.1%
652900	8	< 0.1%

_self_reference_min_shares
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct count	1255
Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3998.755396
Minimum	0.0
Maximum	843300.0
Zeros	7174
Zeros (%)	18.1%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	639
median	1200
Q3	2600
95-th percentile	13600
Maximum	843300
Range	843300
Interquartile range (IQR)	1961

Descriptive statistics

Standard deviation	19738.67052
Coefficient of variation (CV)	4.936203534
Kurtosis	864.8911258
Mean	3998.755396
Median Absolute Deviation (MAD)	4725.860439
Skewness	26.26436416
Sum	158526658.9
Variance	389615113.7

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.7950e+00 2.3500e+01 2.4500e+01 ... 1.4400e+05 2.2185e+05 6.5825e+05 6.7700e+05 8.4330e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	7174	18.1%
1100	1727	4.4%
1300	1362	3.4%
1200	1349	3.4%
1400	1106	2.8%
1500	973	2.5%
1000	878	2.2%
1600	827	2.1%
1700	711	1.8%
1900	669	1.7%
Other values (1245)	22868	57.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7174	18.1%
1	5	< 0.1%
1.59	10	< 0.1%
2	2	< 0.1%
3	4	< 0.1%

Value	Count	Frequency (%)
843300	1	< 0.1%
690400	7	< 0.1%
663600	14	< 0.1%
652900	1	< 0.1%
617900	2	< 0.1%

_shares
Real number (ℝ_≥0)

SKEWED

Distinct count	1454
Unique (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3395.380184
Minimum	1
Maximum	843300
Zeros	0
Zeros (%)	0.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	1
5-th percentile	584
Q1	946
median	1400
Q3	2800
95-th percentile	10800
Maximum	843300
Range	843299
Interquartile range (IQR)	1854

Descriptive statistics

Standard deviation	11626.95075
Coefficient of variation (CV)	3.424344291
Kurtosis	1832.672657
Mean	3395.380184
Median Absolute Deviation (MAD)	3205.399026
Skewness	33.96388488
Sum	134606452
Variance	135185983.7

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.0000e+00 4.1500e+01 3.3650e+02 3.7450e+02 4.4650e+02 ... 5.4250e+04 7.2000e+04 1.1315e+05 2.3035e+05 8.4330e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1100	2308	5.8%
1200	2018	5.1%
1300	1740	4.4%
1400	1592	4.0%
1500	1323	3.3%
1000	1177	3.0%
1600	1137	2.9%
1700	1013	2.6%
1800	889	2.2%
1900	810	2.0%
Other values (1444)	25637	64.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
8	1	< 0.1%
22	2	< 0.1%

Value	Count	Frequency (%)
843300	1	< 0.1%
690400	1	< 0.1%
663600	1	< 0.1%
652900	1	< 0.1%
617900	1	< 0.1%

_timedelta
Real number (ℝ_≥0)

Distinct count	724
Unique (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	354.5304712
Minimum	8.0
Maximum	731.0
Zeros	0
Zeros (%)	0.0%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	8
5-th percentile	43
Q1	164
median	339
Q3	542
95-th percentile	697
Maximum	731
Range	723
Interquartile range (IQR)	378

Descriptive statistics

Standard deviation	214.1637672
Coefficient of variation (CV)	0.6040771797
Kurtosis	-1.257190546
Mean	354.5304712
Median Absolute Deviation (MAD)	187.4257633
Skewness	0.120504274
Sum	14055006
Variance	45866.11917

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 8. 8.5 10.5 12.5 17.5 ... 724.5 726.5 729.5 730.5 731. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
91	104	0.3%
72	102	0.3%
84	101	0.3%
59	99	0.2%
29	99	0.2%
210	97	0.2%
182	96	0.2%
28	95	0.2%
37	95	0.2%
127	94	0.2%
Other values (714)	38662	97.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8	8	< 0.1%
9	57	0.1%
10	62	0.2%
11	25	0.1%
12	20	0.1%

Value	Count	Frequency (%)
731	79	0.2%
730	12	< 0.1%
729	89	0.2%
728	80	0.2%
727	51	0.1%

_title_sentiment_polarity
Real number (ℝ)

ZEROS

Distinct count	813
Unique (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07142543198
Minimum	-1.0
Maximum	1.0
Zeros	19914
Zeros (%)	50.2%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	-0.3333333333
Q1	0
median	0
Q3	0.15
95-th percentile	0.5
Maximum	1
Range	2
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.2654502291
Coefficient of variation (CV)	3.716466555
Kurtosis	3.23547697
Mean	0.07142543198
Median Absolute Deviation (MAD)	0.1789088766
Skewness	0.3961088367
Sum	2831.589825
Variance	0.07046382415

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.00000000e+00 -9.55000000e-01 -9.05000000e-01 -8.62500000e-01 -8.07500000e-01 ... -9.48547980e-03 -5.90277778e-03 -1.85037171e-17 -4.62592927e-18 1.00000000e+00], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	19914	50.2%
0.5	2112	5.3%
0.1363636364	1371	3.5%
0.25	1205	3.0%
0.1	883	2.2%
0.2	803	2.0%
0.4	599	1.5%
1	551	1.4%
-0.5	546	1.4%
-0.4	520	1.3%
Other values (803)	11140	28.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	175	0.4%
-0.91	1	< 0.1%
-0.9	14	< 0.1%
-0.875	8	< 0.1%
-0.85	4	< 0.1%

Value	Count	Frequency (%)
1	551	1.4%
0.95	1	< 0.1%
0.9	70	0.2%
0.85	47	0.1%
0.8	206	0.5%

_title_subjectivity
Real number (ℝ_≥0)

ZEROS

Distinct count	673
Unique (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2823531841
Minimum	0.0
Maximum	1.0
Zeros	18013
Zeros (%)	45.4%
Memory size	309.8 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.15
Q3	0.5
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.3242473753
Coefficient of variation (CV)	1.148375133
Kurtosis	-0.5405391617
Mean	0.2823531841
Median Absolute Deviation (MAD)	0.2811918966
Skewness	0.8160847496
Sum	11193.60963
Variance	0.1051363604

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01111111 0.02916667 0.03541667 0.04880952 ... 0.92583333 0.94722222 0.95833333 0.9875 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	18013	45.4%
0.5	2642	6.7%
1	2527	6.4%
0.4	1338	3.4%
0.4545454545	1148	2.9%
0.3	941	2.4%
0.1	788	2.0%
0.2	707	1.8%
0.3333333333	632	1.6%
0.6	627	1.6%
Other values (663)	10281	25.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18013	45.4%
0.02222222222	2	< 0.1%
0.025	7	< 0.1%
0.03333333333	39	0.1%
0.0375	1	< 0.1%

Value	Count	Frequency (%)
1	2527	6.4%
0.975	6	< 0.1%
0.9666666667	1	< 0.1%
0.95	141	0.4%
0.9444444444	2	< 0.1%

_weekday_is_friday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	33943
1	5701

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	33943	85.6%
1	5701	14.4%

_weekday_is_monday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	32983
1	6661

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	32983	83.2%
1	6661	16.8%

_weekday_is_saturday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	37191
1	2453

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	37191	93.8%
1	2453	6.2%

_weekday_is_sunday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	36907
1	2737

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	36907	93.1%
1	2737	6.9%

_weekday_is_thursday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	32377
1	7267

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	32377	81.7%
1	7267	18.3%

_weekday_is_tuesday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	32254
1	7390

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	32254	81.4%
1	7390	18.6%

_weekday_is_wednesday
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

0	32209
1	7435

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	32209	81.2%
1	7435	18.8%

url
URL

UNIQUE

Distinct count	39644
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	309.8 KiB

http://mashable.com/2014/08/17/nyc-hidden-gems/	1
http://mashable.com/2014/05/03/free-comic-book-day-2014/	1
http://mashable.com/2014/07/28/samsung-galaxy-s4-fire/	1
http://mashable.com/2014/07/23/obama-apollo-11-astronauts/	1
http://mashable.com/2014/01/21/polar-vortex-history/	1
Other values (39639)	39639

Toggle details

Value	Count	Frequency (%)
http://mashable.com/2014/08/17/nyc-hidden-gems/	1	< 0.1%
http://mashable.com/2014/05/03/free-comic-book-day-2014/	1	< 0.1%
http://mashable.com/2014/07/28/samsung-galaxy-s4-fire/	1	< 0.1%
http://mashable.com/2014/07/23/obama-apollo-11-astronauts/	1	< 0.1%
http://mashable.com/2014/01/21/polar-vortex-history/	1	< 0.1%
http://mashable.com/2013/12/17/twitter-threats-uk-charges/	1	< 0.1%
http://mashable.com/2014/10/06/ouija-board-prank/	1	< 0.1%
http://mashable.com/2014/04/18/republican-house-candidate-shoots-down-drone-in-campaign-ad/	1	< 0.1%
http://mashable.com/2014/10/01/why-local-businesses-need-seo/	1	< 0.1%
http://mashable.com/2014/10/02/ios-8-hidden-features/	1	< 0.1%
Other values (39634)	39634	> 99.9%

Value	Count	Frequency (%)
http	39644	100.0%

Value	Count	Frequency (%)
mashable.com	39644	100.0%

Value	Count	Frequency (%)
/2014/04/20/must-reads-4-20-14/	1	< 0.1%
/2014/03/23/rogen-franco-kimye-vogue/	1	< 0.1%
/2013/09/16/facebook-us-developers/	1	< 0.1%
/2014/09/29/ello-outage/	1	< 0.1%
/2014/12/10/baby-twins/	1	< 0.1%
/2014/07/18/google-doodle-nelson-mandela/	1	< 0.1%
/2014/11/25/ferguson-indictment-front-pages/	1	< 0.1%
/2013/10/23/linkedin-email-intro-feature/	1	< 0.1%
/2014/01/15/wikipedia-turns-13/	1	< 0.1%
/2014/01/31/super-bowl-fox-4k/	1	< 0.1%
Other values (39634)	39634	> 99.9%

Value	Count	Frequency (%)
	39644	100.0%

Value	Count	Frequency (%)
	39644	100.0%

Count
Matrix

First rows

	_abs_title_sentiment_polarity	_abs_title_subjectivity	_average_token_length	_avg_negative_polarity	_avg_positive_polarity	_data_channel_is_bus	_data_channel_is_entertainment	_data_channel_is_lifestyle	_data_channel_is_tech	_data_channel_is_world	_global_rate_negative_words	_global_rate_positive_words	_global_sentiment_polarity	_global_subjectivity	_LDA_00	_LDA_01	_LDA_02	_LDA_03	_LDA_04	_max_negative_polarity	_max_positive_polarity	_min_negative_polarity	_min_positive_polarity	_n_non_stop_unique_tokens	_n_non_stop_words	_n_tokens_content	_n_tokens_title	_n_unique_tokens	_num_hrefs	_num_imgs	_num_keywords	_num_self_hrefs	_num_videos	_rate_negative_words	_rate_positive_words	_self_reference_avg_sharess	_self_reference_max_shares	_self_reference_min_shares	_shares	_timedelta	_title_sentiment_polarity	_title_subjectivity	_weekday_is_monday	url
0	0.187500	0.000000	4.680365	-0.350000	0.378636	0.0	1.0	0.0	0.0	0.0	0.013699	0.045662	0.092562	0.521617	0.500331	0.378279	0.040005	0.041263	0.040123	-0.200000	0.7	-0.600	0.100000	0.815385	1.0	219.0	12.0	0.663594	4.0	1.0	5.0	2.0	0.0	0.230769	0.769231	496.000000	496.0	496.0	593	731.0	-0.187500	0.500000	1.0	http://mashable.com/2013/01/07/amazon-instant-...
1	0.000000	0.500000	4.913725	-0.118750	0.286915	1.0	0.0	0.0	0.0	0.0	0.015686	0.043137	0.148948	0.341246	0.799756	0.050047	0.050096	0.050101	0.050001	-0.100000	0.7	-0.125	0.033333	0.791946	1.0	255.0	9.0	0.604743	3.0	1.0	4.0	1.0	0.0	0.266667	0.733333	0.000000	0.0	0.0	711	731.0	0.000000	0.000000	1.0	http://mashable.com/2013/01/07/ap-samsung-spon...
2	0.000000	0.500000	4.393365	-0.466667	0.495833	1.0	0.0	0.0	0.0	0.0	0.009479	0.056872	0.323333	0.702222	0.217792	0.033334	0.033351	0.033334	0.682188	-0.133333	1.0	-0.800	0.100000	0.663866	1.0	211.0	9.0	0.575130	3.0	1.0	6.0	1.0	0.0	0.142857	0.857143	918.000000	918.0	918.0	1500	731.0	0.000000	0.000000	1.0	http://mashable.com/2013/01/07/apple-40-billio...
3	0.000000	0.500000	4.404896	-0.369697	0.385965	0.0	1.0	0.0	0.0	0.0	0.020716	0.041431	0.100705	0.429850	0.028573	0.419300	0.494651	0.028905	0.028572	-0.166667	0.8	-0.600	0.136364	0.665635	1.0	531.0	9.0	0.503788	9.0	1.0	7.0	0.0	0.0	0.333333	0.666667	0.000000	0.0	0.0	1200	731.0	0.000000	0.000000	1.0	http://mashable.com/2013/01/07/astronaut-notre...
4	0.136364	0.045455	4.682836	-0.220192	0.411127	0.0	0.0	0.0	1.0	0.0	0.012127	0.074627	0.281003	0.513502	0.028633	0.028794	0.028575	0.028572	0.885427	-0.050000	1.0	-0.500	0.033333	0.540890	1.0	1072.0	13.0	0.415646	19.0	20.0	7.0	19.0	0.0	0.139785	0.860215	3151.157895	16000.0	545.0	505	731.0	0.136364	0.454545	1.0	http://mashable.com/2013/01/07/att-u-verse-apps/
5	0.214286	0.142857	4.359459	-0.195000	0.350610	0.0	0.0	0.0	1.0	0.0	0.027027	0.029730	0.071184	0.437409	0.022245	0.306718	0.022231	0.022224	0.626582	-0.100000	0.6	-0.400	0.136364	0.698198	1.0	370.0	10.0	0.559889	2.0	0.0	9.0	2.0	0.0	0.476190	0.523810	8500.000000	8500.0	8500.0	855	731.0	0.214286	0.642857	1.0	http://mashable.com/2013/01/07/beewi-smart-toys/
6	0.000000	0.500000	4.654167	-0.224479	0.402039	0.0	0.0	1.0	0.0	0.0	0.016667	0.080208	0.268303	0.514480	0.020082	0.114705	0.020024	0.020015	0.825173	-0.050000	1.0	-0.500	0.100000	0.549834	1.0	960.0	8.0	0.418163	21.0	20.0	10.0	20.0	0.0	0.172043	0.827957	3151.157895	16000.0	545.0	556	731.0	0.000000	0.000000	1.0	http://mashable.com/2013/01/07/bodymedia-armba...
7	0.500000	0.500000	4.617796	-0.242778	0.427720	0.0	0.0	0.0	1.0	0.0	0.015167	0.083923	0.298613	0.543474	0.022224	0.150733	0.243435	0.022224	0.561384	-0.050000	1.0	-0.500	0.100000	0.572108	1.0	989.0	12.0	0.433574	20.0	20.0	9.0	20.0	0.0	0.153061	0.846939	3151.157895	16000.0	545.0	891	731.0	0.500000	1.000000	1.0	http://mashable.com/2013/01/07/canon-poweshot-n/
8	0.000000	0.375000	4.855670	-0.125000	0.566667	0.0	0.0	0.0	1.0	0.0	0.020619	0.030928	0.161111	0.538889	0.458250	0.028979	0.028662	0.029696	0.454412	-0.125000	0.8	-0.125	0.400000	0.836735	1.0	97.0	11.0	0.670103	2.0	0.0	7.0	0.0	0.0	0.400000	0.600000	0.000000	0.0	0.0	3600	731.0	0.000000	0.125000	1.0	http://mashable.com/2013/01/07/car-of-the-futu...
9	0.000000	0.500000	5.090909	-0.238095	0.298413	0.0	0.0	0.0	0.0	1.0	0.030303	0.038961	0.051852	0.313889	0.040000	0.040000	0.839997	0.040001	0.040002	-0.100000	0.5	-0.500	0.100000	0.797101	1.0	231.0	10.0	0.636364	4.0	1.0	5.0	1.0	1.0	0.437500	0.562500	0.000000	0.0	0.0	710	731.0	0.000000	0.000000	1.0	http://mashable.com/2013/01/07/chuck-hagel-web...

Last rows

	_abs_title_sentiment_polarity	_abs_title_subjectivity	_average_token_length	_avg_negative_polarity	_avg_positive_polarity	_data_channel_is_bus	_data_channel_is_entertainment	_data_channel_is_lifestyle	_data_channel_is_socmed	_data_channel_is_tech	_data_channel_is_world	_global_rate_negative_words	_global_rate_positive_words	_global_sentiment_polarity	_global_subjectivity	_kw_avg_avg	_kw_avg_max	_kw_avg_min	_kw_max_avg	_kw_max_max	_kw_max_min	_kw_min_avg	_kw_min_max	_kw_min_min	_LDA_00	_LDA_01	_LDA_02	_LDA_03	_LDA_04	_max_negative_polarity	_max_positive_polarity	_min_negative_polarity	_min_positive_polarity	_n_non_stop_unique_tokens	_n_non_stop_words	_n_tokens_content	_n_tokens_title	_n_unique_tokens	_num_hrefs	_num_imgs	_num_keywords	_num_self_hrefs	_num_videos	_rate_negative_words	_rate_positive_words	_self_reference_avg_sharess	_self_reference_max_shares	_self_reference_min_shares	_shares	_timedelta	_title_sentiment_polarity	_title_subjectivity	_weekday_is_tuesday	_weekday_is_wednesday	url
39634	0.000000	0.500000	4.685259	-0.558333	0.612500	0.0	0.0	0.0	0.0	0.0	0.0	0.019920	0.031873	0.131410	0.755769	5286.919100	309255.555556	85.888889	7519.376771	843300.0	720.0	3385.393320	12700.0	-1.0	0.022259	0.022242	0.022348	0.802630	0.130522	-0.125000	1.00	-1.00	0.250000	0.786164	1.0	251.0	9.0	0.666667	21.0	9.0	9.0	13.0	2.0	0.384615	0.615385	2745.083333	7800.0	941.0	1000	9.0	0.000000	0.000000	1.0	0.0	http://mashable.com/2014/12/27/music-grid-outf...
39635	0.000000	0.400000	4.891213	-0.223611	0.321050	1.0	0.0	0.0	0.0	0.0	0.0	0.012552	0.029289	0.108725	0.391249	3929.218477	501016.666667	102.863333	7028.659675	843300.0	530.0	1682.923077	8200.0	-1.0	0.865892	0.034032	0.033370	0.033372	0.033334	-0.050000	1.00	-0.40	0.033333	0.641844	1.0	478.0	13.0	0.514039	18.0	2.0	6.0	2.0	0.0	0.300000	0.700000	7200.000000	7200.0	7200.0	1300	9.0	0.000000	0.100000	1.0	0.0	http://mashable.com/2014/12/27/nike-marc-newson/
39636	0.000000	0.500000	4.569550	-0.231612	0.351871	0.0	0.0	1.0	0.0	0.0	0.0	0.021124	0.026704	0.079706	0.483535	4349.053221	275140.000000	152.300000	6880.687034	843300.0	646.0	2990.744681	31000.0	-1.0	0.165551	0.020013	0.020001	0.354187	0.440248	-0.050000	1.00	-0.60	0.100000	0.464923	1.0	2509.0	8.0	0.348878	23.0	10.0	10.0	1.0	0.0	0.441667	0.558333	4900.000000	4900.0	4900.0	1700	8.0	0.000000	0.000000	0.0	1.0	http://mashable.com/2014/12/27/north-korea-int...
39637	0.600000	0.283333	4.552486	-0.429534	0.459539	0.0	1.0	0.0	0.0	0.0	0.0	0.020872	0.046654	0.105424	0.440152	2746.804338	200800.000000	354.000000	4288.893701	843300.0	1100.0	1300.000000	1500.0	-1.0	0.025000	0.768945	0.025480	0.155574	0.025000	-0.050000	1.00	-1.00	0.033333	0.606092	1.0	1629.0	13.0	0.425711	15.0	6.0	8.0	12.0	0.0	0.309091	0.690909	5181.416667	16900.0	857.0	1400	8.0	-0.600000	0.783333	0.0	1.0	http://mashable.com/2014/12/27/nypd-rafael-ram...
39638	0.000000	0.500000	4.923767	-0.250000	0.573469	1.0	0.0	0.0	0.0	0.0	0.0	0.004484	0.031390	0.268878	0.552041	2665.713159	484083.333333	91.000000	4301.332394	843300.0	459.0	0.000000	0.0	-1.0	0.551338	0.033337	0.033347	0.033335	0.348642	-0.250000	0.80	-0.25	0.214286	0.825758	1.0	223.0	11.0	0.653153	5.0	1.0	6.0	3.0	0.0	0.125000	0.875000	3633.333333	5700.0	2000.0	1200	8.0	0.000000	0.000000	0.0	1.0	http://mashable.com/2014/12/27/protests-contin...
39639	0.000000	0.400000	4.523121	-0.260000	0.333791	0.0	0.0	0.0	0.0	1.0	0.0	0.014451	0.037572	0.141964	0.482679	3031.115764	374962.500000	173.125000	4004.342857	843300.0	671.0	2514.742857	26900.0	-1.0	0.025038	0.025001	0.151701	0.025000	0.773260	-0.125000	0.75	-0.50	0.100000	0.684783	1.0	346.0	11.0	0.529052	9.0	1.0	8.0	7.0	1.0	0.277778	0.722222	37033.333333	48000.0	11400.0	1800	8.0	0.000000	0.100000	0.0	1.0	http://mashable.com/2014/12/27/samsung-app-aut...
39640	1.000000	0.200000	4.405488	-0.211111	0.374825	0.0	0.0	0.0	1.0	0.0	0.0	0.009146	0.039634	0.194249	0.564374	3411.660830	192985.714286	184.000000	5470.168651	843300.0	616.0	1664.267857	6500.0	-1.0	0.029349	0.028575	0.231866	0.681635	0.028575	-0.100000	0.70	-0.40	0.136364	0.885057	1.0	328.0	12.0	0.696296	9.0	3.0	7.0	7.0	48.0	0.187500	0.812500	2100.000000	2100.0	2100.0	1900	8.0	1.000000	0.300000	0.0	1.0	http://mashable.com/2014/12/27/seth-rogen-jame...
39641	0.136364	0.045455	5.076923	-0.356439	0.307273	0.0	0.0	0.0	0.0	0.0	0.0	0.024887	0.033937	0.024609	0.510296	4206.439195	295850.000000	168.250000	6880.687034	843300.0	691.0	1753.882353	6200.0	-1.0	0.159004	0.025025	0.025207	0.643794	0.146970	-0.166667	0.50	-0.80	0.136364	0.644128	1.0	442.0	10.0	0.516355	24.0	12.0	8.0	1.0	1.0	0.423077	0.576923	1400.000000	1400.0	1400.0	1900	8.0	0.136364	0.454545	0.0	1.0	http://mashable.com/2014/12/27/son-pays-off-mo...
39642	0.000000	0.500000	4.975073	-0.205246	0.236851	0.0	0.0	0.0	0.0	0.0	1.0	0.023460	0.020528	-0.008066	0.358578	1777.895883	254600.000000	-1.000000	3384.316871	843300.0	0.0	0.000000	0.0	-1.0	0.040004	0.040003	0.839987	0.040002	0.040004	-0.012500	0.50	-0.50	0.062500	0.692661	1.0	682.0	6.0	0.539493	10.0	1.0	5.0	1.0	0.0	0.533333	0.466667	452.000000	452.0	452.0	1100	8.0	0.000000	0.000000	0.0	1.0	http://mashable.com/2014/12/27/ukraine-blasts/
39643	0.250000	0.166667	4.471338	-0.200000	0.247338	0.0	1.0	0.0	0.0	0.0	0.0	0.012739	0.063694	0.104892	0.517893	3296.909481	366200.000000	23.500000	3613.512953	843300.0	97.0	3035.080555	205600.0	-1.0	0.050001	0.799339	0.050000	0.050659	0.050001	-0.200000	0.50	-0.20	0.100000	0.846154	1.0	157.0	10.0	0.701987	1.0	0.0	4.0	1.0	2.0	0.166667	0.833333	2100.000000	2100.0	2100.0	1300	8.0	0.250000	0.333333	0.0	1.0	http://mashable.com/2014/12/27/youtube-channel...

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows